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Modeling and Performance Evaluation of Streaming Data Processing System in IoT Architecture
《Computers, Materials & Continua》2025年第5期2573-2598,共26页Feng Zhu Kailin Wu Jie Ding 
funded by the Joint Project of Industry-University-Research of Jiangsu Province(Grant:BY20231146).
With the widespread application of Internet of Things(IoT)technology,the processing of massive realtime streaming data poses significant challenges to the computational and data-processing capabilities of systems.Alth...
关键词：System modeling performance evaluation streaming data process IoT system PEPA 
Legal Regulation of Head Anchors in Live-Streaming E-Commerce from the Perspective of Duty of Care
《科技与法律(中英文)》2025年第2期125-137,共13页Ma Zhiguo Jia Jinrun Zhang Xiaohao 
The integration of the digital economy with the traditional sales industry has prompted the robust growth of e-commerce.Live-streaming e-commerce,as a novel business model,has gained immense popularity.However,is⁃sues...
关键词：head anchor live-streaming e-commerce digital economy duty of care 
Maximization of k-Submodular Function with d-Knapsack Constraints Over Sliding Window
《Tsinghua Science and Technology》2025年第2期488-498,共11页Wenqi Wang Yuefang Sun Zhiren Sun Donglei Du Xiaoyan Zhang 
supported by the National Natural Science Foundation of China(Nos.12271259 and 12371352);the Zhejiang Provincial Natural Science Foundation of China(No.LY23A010011);the Yongjiang Talent Introduction Programme of Ningbo(No.2021B-011-G);the Natural Sciences and Engineering Research Council of Canada(NSERC)(No.06446).
Submodular function maximization problem has been extensively studied recently.A natural variant of submodular function is k-submodular function,which has many applications in real life,such as influence maximization ...
关键词：k-submodular function d-knapsack constraints sliding window streaming algorithm approximation algorithm 
PILOT:a pre-trained model-based continual learning toolbox
《Science China(Information Sciences)》2025年第4期379-380,共2页Hai-Long SUN Da-Wei ZHOU De-Chuan ZHAN Han-Jia YE 
partially supported by National Key R&D Program of China(Grant No.2022ZD0114805);National Natural Science Foundation of China(Grant Nos.62476123,62376118,62006112,62250069,61921006);Fundamental Research Funds for the Central Universities(Grant Nos.2024300373,14380021);Key Program of Jiangsu Science Foundation(Grant No.BK20243012);CCF-Tencent Rhino-Bird Open Research Fund(Grant No.RAGR20240101);AI&AI for Science Project of Nanjing University,Collaborative Innovation Center of Novel Software Technology and Industrialization。
The rapid advancements in deep learning have resulted in significant achievements across various fields.However,our ever-changing world often presents training data in a streaming format from an open environment.For e...
关键词：deep learning PILOT continual learning training data pre trained model streaming format open environment 
A Review of Content Marketing’s Influence on Consumers’ Purchase Intention in Live-streaming E-commerce
《Proceedings of Business and Economic Studies》2025年第1期55-59,共5页Yuan Wang 
In the contemporary digital landscape,the proliferation of information has led to an increasing diversity of channels through which consumers obtain information,resulting in a gradual transformation of shopping habits...
关键词：Content marketing E-commerce live streaming Consumer purchase intention 
Harnessing the stream:algorithmic imaginary and coping strategies for live‑streaming e‑commerce entrepreneurs on Douyin被引量：1
《The Journal of Chinese Sociology》2024年第1期169-190,共22页Xinlu Wang Shule Cao 
Supported by Tsinghua University Initiative Scientific Research Program.
When an algorithm is embedded into the platform economy as a digital infrastructure,it affects the visibility of information,the distribution of interests,and the labor process.In the context of live-streaming e-comme...
关键词：Algorithmic imaginary Live streaming e-commerce Human–computer interaction Algorithmic visibility Douyin 
OSFS-Vague: Online streaming feature selection algorithm based on vague set
《CAAI Transactions on Intelligence Technology》2024年第6期1451-1466,共16页Jie Yang Zhijun Wang Guoyin Wang Yanmin Liu Yi He Di Wu 
Science and Technology Project of Zunyi,Grant/Award Number:ZSKRPT[2023]3;Excellent Young Scientific and Technological Talents Foundation of Guizhou Province,Grant/Award Number:QKHplatform talent(2021)5627;Science and Technology Top Talent Project of Guizhou Education Department,Grant/Award Number:QJJ2022(088);the Guizhou Provincial Department of Education Colleges and Universities Science and Technology Innovation Team,Grant/Award Number:QJJ[2023]084;National Natural Science Foundation of China,Grant/Award Numbers:62066049,62221005,61936001,62176070;Department of Education of Guizhou Province,Grant/Award Number:QJJ[2023]084;Science and Technology Foundation of State Grid Corporation of China,Grant/Award Number:1400-202357341A-1-1-ZN。
Online streaming feature selection(OSFS),as an online learning manner to handle streaming features,is critical in addressing high-dimensional data.In real big data-related applications,the patterns and distributions o...
关键词：feature selection online feature selection three-way decision vague set 
Approximation Algorithms for Maximization of k-Submodular Function Under a Matroid Constraint
《Tsinghua Science and Technology》2024年第6期1633-1641,共9页Yuezhu Liu Yunjing Sun Min Li 
supported by the Natural Science Foundation of Shandong Province of China(No.ZR2020MA029).
In this paper,we design a deterministic 1/3-approximation algorithm for the problem of maximizing non-monotone k-submodular function under a matroid constraint.In order to reduce the complexity of this algorithm,we al...
关键词：k-submodular matroid constraint deterministic algorithm randomized algorithm streaming algorithm 
Technology Readiness Level for the R&D Streaming of Phytomedicines: Proposal of a Framework for Nonclinical Stages
《American Journal of Plant Sciences》2024年第12期1113-1126,共14页Maria Dutra Behrens Anisia Darc Nascimento Brahim Sandra Aurora Chavez Pérez Paulo José Coelho Benevides Cristina Dislich Ropke Antonio Carlos Siani 
This study proposes the development of a system to classify phytomedicine projects by applying the technology readiness level (TRL). This strategy is gaining relevance in the field of health innovation because it prom...
关键词：Technology Readiness Level PHYTOMEDICINES Drug Development Translational Research 
Streaming Histogram Publication over Weighted Sliding Windows Under Differential Privacy
《Tsinghua Science and Technology》2024年第6期1674-1693,共20页Xiujun Wang Lei Mo Xiao Zheng Zhe Dang 
supported by the Program for Synergy Innovation in the Anhui Higher Education Institutions of China(No.GXXT-2020-012);the National Natural Science Foundation of China(No.62172003);the Anhui Provincial Natural Science Foundation(No.2108085MF218);the Anhui Province University Natural Science Research Project(No.2022AH040052);the Science and Technology Innovation Program of Ma’anshan,China(No.2021a120009).
Continuously publishing histograms in data streams is crucial to many real-time applications,as it provides not only critical statistical information,but also reduces privacy leaking risk.As the importance of elements...
关键词：differential privacy randomized algorithm streaming data publication weighted sliding window approximate statistics data usability computational complexity 
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